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Traigent Features

Documentation for Traigent SDK features and configuration options.

Available Features

  • Authentication - Authentication and credential management, including CLI login and status flows.
  • Prompt Management - Prompt registry, analytics, and playground usage.
  • Seamless Injection - Automatic parameter injection for zero-code optimization.
  • Strict Metrics Nulls - Null handling for missing metrics through the strict metrics flag.
  • Framework Override - Dynamic framework parameter discovery and validation.
  • Constraint DSL - Python constraint helpers and TVL expression generation.
  • Data-Flow Detection - Static detection of tuned-variable candidates in Python code.
  • Onboarding & CLI - Guided setup, browser device login, first-prompt generation, and the mock quickstart.
  • Local MCP Server - Local stdio MCP tools for coding agents, datasets, cost estimates, and dry-run-first optimization.
  • Safety Gates - Cost coverage, CI approval, dataset containment, backend validation, and content logging controls.
  • Agent Observability Spans - Public workflow-span API plus Bedrock token, cost, and mock capture paths.
  • Content Identity - Opt-in keyed example ids and dataset roots; TRAIGENT_CONTENT_IDENTITY / TraigentConfig(content_identity=...) and the Backend purpose-key grant fetch.

Overview

Traigent includes several advanced features that can be configured to customize SDK behavior. Each feature is designed to be optional and can be enabled/disabled based on your needs.